The ins and outs of gradual type inference. - Aseem Rastogi; Avik Chaudhuri; Basil Hosmer (POPL, 2012)

Gradient Descent: The Ultimate Optimizer. - Kartik Chandra; Erik Meijer 001; Samantha Andow; Emilio Arroyo-Fang; Irene Dea; Johann George; Melissa Grueter; Basil Hosmer; Steffi Stumpos; Alanna Tempest; Shannon Yang (CoRR, 2019)

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding. - Mostafa Elhoushi; Akshat Shrivastava; Diana Liskovich; Basil Hosmer; Bram Wasti; Liangzhen Lai; Anas Mahmoud 002; Bilge Acun; Saurabh Agarwal; Ahmed Roman; Ahmed A Aly; Beidi Chen; et al. (ACL (1), 2024)

CHAI: Clustered Head Attention for Efficient LLM Inference. - Saurabh Agarwal; Bilge Acun; Basil Hosmer; Mostafa Elhoushi; Yejin Lee 010; Shivaram Venkataraman; Dimitris Papailiopoulos; Carole-Jean Wu (ICML, 2024)

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation. - Alicia Golden; Samuel Hsia; Fei Sun; Bilge Acun; Basil Hosmer; Yejin Lee 010; Zachary DeVito; Jeff Johnson 004; Gu-Yeon Wei; David Brooks 001; Carole-Jean Wu (ISPASS, 2024)

Is Flash Attention Stable? - Alicia Golden; Samuel Hsia; Fei Sun; Bilge Acun; Basil Hosmer; Yejin Lee 010; Zachary DeVito; Jeff Johnson 004; Gu-Yeon Wei; David Brooks 001; Carole-Jean Wu (CoRR, 2024)

Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. - Yejin Lee 010; Anna Y. Sun; Basil Hosmer; Bilge Acun; Can Balioglu; Changhan Wang; Charles David Hernandez; Christian Puhrsch; Daniel Haziza; Driss Guessous; Francisco Massa; Jacob Kahn; et al. (CoRR, 2024)